Autoregressive distributed lag (ARDL)

area: Time series · 3 papers in the last 7 days

y_t = \alpha + \sum_{i=1}^{p}\phi_i\, y_{t-i} + \sum_{j=0}^{q}\beta_j^\top x_{t-j} + \varepsilon_t

Regresses a series on its own lags and current and lagged regressors; the bounds test checks for a long-run relation.

LaTeX: y_t = \alpha + \sum_{i=1}^{p}\phi_i\, y_{t-i} + \sum_{j=0}^{q}\beta_j^\top x_{t-j} + \varepsilon_t

Names searched for: autoregressive distributed lag, ARDL, NARDL, QARDL, CS-ARDL

Key findings#

Autoregressive distributed lag (ARDL) was mentioned in 23 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #41 of the 104 equations and models mentioned.
By journal category: Economics (11), Finance (7), Management (4) and Operations Research (1).
Most of them appeared in International Review of Economics & Finance (5), Future Business Journal (4) and The Journal of Economic Asymmetries (3).
Often mentioned together with Cointegration and error correction (VECM) (10), Ordinary least squares (OLS) (9) and Instrumental variables (two-stage least squares) (7).
Datasets named in the same papers: World Development Indicators (World Bank) (8), International Energy Agency (IEA) (4) and Economic Policy Uncertainty index (3).
From Oct 2023 to Sep 2026, 119 archived papers mentioned Autoregressive distributed lag (ARDL) in their title, abstract or keywords, most of them in May 2025 (9).

Mentions over 36 months#

Papers mentioning it by publication month, Oct 2023 to Sep 2026 (titles, abstracts and keywords)
Trend	Oct 23–Sep 24	Oct 24–Sep 25	Oct 25–Sep 26	36 months
	49	62	8	119

Papers mentioning Autoregressive distributed lag (ARDL), newest first.
Date	Title	Journal	Authors	Affiliations
2026-10-23	The boiling point: How climate stress fuels crime in a Caribbean context	The Journal of Economic Asymmetries	Hilal Yıldız, Esra Güney	Sakarya University
2026-10-23	Evaluating machine learning and econometric models for inflation forecasting: evidence from a Sub-Saharan African panel	Future Business Journal	Baffour Osei, Abigail Boatemaa, Isaac Nyame et al.	University of Skills Training and Entrepreneurial Development; University of Bradford; Kwame Nkrumah University of Science and Technology; …
2026-10-20	Exploring the nexus between renewable energy consumption, ores and metals exports, and foreign direct investment: Evidence from Iceland	The Journal of Economic Asymmetries	Ramil I. Hasanov, Mandeep Mahendru, Amar Rao et al.	Azerbaijan State University of Economics; Samarkand State University named after Sharof Rashidov; Széchenyi István University; …
2026-10-17	Threshold asymmetries in Nigeria’s inflation dynamics	Portuguese Economic Journal	Ali Umar Ahmad, Bashir Yakubu Sani, Ahmad Rajab Jwailes et al.	Universiti Malaysia Terengganu; Maryam Abacha American University of Nigeria; China University of Geosciences; …
2026-10-12	Productivity convergence for the capable? Endogenous capabilities, the great recession, and the effectiveness of EU Cohesion Policy	The Annals of Regional Science	Federico Colozza, Massimo Bagarani, Luigi Salvati	University of Pavia; Marconi University; University of Messina
2026-10-08	Entrepreneurship development, corruption perception, and sustainable development outcomes in emerging economies: the moderating role of digital financial inclusion	Future Business Journal	Seun Adebowale Adebanjo
2026-10-08	Behavioral drivers of cryptocurrency markets: A systematic review	Journal of Behavioral and Experimental Finance	Sebastian Steindl, Hans Rüdiger Kaufmann, Bernd Britzelmaier	University of Nicosia; Pforzheim University of Applied Sciences
2026-10-07	Geopolitical risk and the spatial convergence of renewable energy consumption: Evidence from 1996 to 2026	International Review of Economics & Finance	Liu He, 邹佰峰, Xing Chiang	Northeast Agricultural University; Northeast Forestry University; City University of Macau
2026-10-06	Asymmetric transmission of oil shocks and geopolitical risk to inflation in an energy-importing economy: multi-threshold evidence from Morocco	The Journal of Economic Asymmetries	Amine Kendri, Hafid El Hassani	Sidi Mohamed Ben Abdellah University
2026-10-05	Beyond productivity: Does ICT agglomeration drive regional eco-efficiency?	Structural Change and Economic Dynamics	Maria Chiara D’Errico, Anna Maria Ferragina, Stefano Iandolo et al.	University of Perugia; University of Salerno; École Supérieure du Commerce Extérieur; …
2026-10-05	Accounting for the Unaccounted: Correcting Pakistan’s Grid Electricity Demand Forecasts Using Solar PV Import Proxies and Deep Learning	Computational Economics	Muhammad Imran, Atif Khan Jadoon, Tariq Mahmood	University of the Punjab
2026-10-04	Watts to wealth: Electricity, efficiency, and industrial asset pricing	International Review of Economics & Finance	Anna Pirogova
2026-10-04	Capital expenditure and sustainability performance among listed firms in Ghana: the mediating role of ESG disclosure quality	Future Business Journal	Samuel Antwi, Prince Yeboah Boateng, Edward Asumadu et al.	University of Professional Studies
2026-10-02	The impact of international clean energy finance and public policies on the low-carbon energy transition: Evidence from Egypt and Brazil	Energy Policy	Tunahan Değirmenci, Yusuf Ünsal	Sakarya University; Azerbaijan State University of Economics; Anadolu University
2026-10-01	Globalization channels and business cycle synchronization: The roles of capital mobility and China's bilateral trade	International Review of Economics & Finance	Dong Yao, Wanyin Zhong, Liang Chen et al.	Chengdu Jincheng College; Chengdu Medical College
2026-10-01	Does energy security reduce growth volatility under uncertainty? New evidence from emerging economies	Journal of Policy Modeling	Do Thi My Huong, Lee Chin, Siong Hook Law	Universiti Putra Malaysia; Ho Chi Minh City Open University; Tashkent State University of Economics
2026-10-01	Tourism expansion and sustainable economic growth in Bangladesh: long-run gains or hidden costs?	Future Business Journal	Md. Mominul Islam	Southeast University
2026-09-30	Catalysts or constraints? The dual role of natural resources and greenfield investment amid geopolitical risk	Energy Policy	Priyanka Pradhan, Rajib Kumar Malik, Narayan Sethi et al.	National Institute of Technology Rourkela; Indian Institute of Management Sambalpur
2026-09-30	Long-run dynamics and cyclical patterns of R&D and innovation: evidence from Italy	Socio-Economic Planning Sciences	A. Ciccarelli, Audrey De Dominicis, Greta Torquati	University of Teramo
2026-09-29	Aid disaggregation and revenue response in developing countries: an asymmetric analysis for Pakistan	Portuguese Economic Journal	Tahir Mukhtar, Zainab Jehan, Saira Tufail	Fatima Jinnah Women University; International Islamic University, Islamabad
2026-09-29	Energy transitions, informal economic pressures, and carbon dynamics: A multidecadal panel assessment of APEC's renewable–efficiency nexus	International Review of Economics & Finance	Hang Wang, Chunnan Wang, Zichen Liu	Beijing Technology and Business University; Nanjing Normal University
2026-09-28	Entrepreneurial orientation and technological innovation performance: The mediating role of knowledge transfer in Chinese SMEs	International Review of Economics & Finance	Jiabei He, Jin Shen, Yafang Tao	Jiangsu University of Science and Technology; Nanjing Normal University
2026-09-27	Do ESG capabilities buffer climate risk? Firm-level evidence on corporate profitability across U.S. sectors	The North American Journal of Economics and Finance	Kazeem O. Isah	University of South Africa

Cite this page

Scholar4AI. (2026). Autoregressive distributed lag (ARDL). Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/equations/autoregressive-distributed-lag-ardl

@misc{scholar4ai-equations-autoregressive-distributed-lag-ardl,
  author = {{Scholar4AI}},
  title = {Autoregressive distributed lag (ARDL)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/equations/autoregressive-distributed-lag-ardl}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).